Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "181"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 181 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 251 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 231 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_27742/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 181, Node 13:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.356491 0.166488 1.708732 4.666447 -0.755969 0.357847 0.928121 4.467881 0.7829 0.7915 0.2502 12.142091 11.774303
2459593 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.552567 1.204124 2.046961 5.457594 -0.791428 0.333289 -0.169969 1.749484 0.7468 0.7422 0.2507 5.924591 5.207128
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.037461 -1.131036 -0.183376 0.697888 1.237330 -0.152436 1.323809 0.220350 0.0460 0.0356 -0.0011 nan nan
2459591 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.019333 1.923174 2.393213 6.240259 -0.867711 0.636116 -0.846367 2.136028 0.6768 0.6876 0.3750 5.399116 5.081372
2459590 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.497437 3.333420 1.947542 6.020011 -0.399845 0.478461 -0.206482 2.235724 0.6784 0.6856 0.3676 5.851168 5.698536
2459589 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.239985 1.882622 1.723744 5.387593 0.277193 1.271446 -0.159542 2.522884 0.7111 0.7095 0.2895 6.168761 5.348105
2459588 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.408921 2.147333 2.668634 5.673148 0.309711 0.083907 0.750070 1.367685 0.7874 0.7732 0.2186 7.843507 6.665496
2459587 digital_ok 100.00% - - - 100.00% 0.00% 353.521423 357.821937 inf inf 50.943647 102.315746 364.744102 589.195810 nan nan nan 0.000000 0.000000
2459586 digital_ok 0.00% 0.00% 0.00% 0.00% 7.03% 0.00% 0.178642 1.078711 -0.604558 -0.643049 -0.553246 -1.028997 0.413181 1.371197 0.6570 0.6676 0.3721 1.507630 1.518344
2459585 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.458022 -1.281456 0.076380 0.377507 1.300515 -0.043132 1.392746 2.438529 0.0433 0.0324 0.0066 0.000000 0.000000
2459584 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.272517 1.588775 4.151902 -0.766677 9.076960 -0.261412 2.091496 3.107357 0.6178 0.6237 0.3764 0.000000 0.000000
2459583 digital_ok 0.00% 0.00% 0.00% 0.00% 3.23% 0.00% -0.219690 0.971982 1.809773 0.212127 -0.943480 -0.926241 -0.966789 1.537008 0.6812 0.6897 0.3879 1.417077 1.454225
2459582 digital_ok 0.00% 0.00% 0.00% 0.00% 2.70% 0.00% -0.053308 2.215839 1.955367 0.332194 -0.694361 -0.622895 -0.943838 1.546076 0.6829 0.6905 0.3907 1.426892 1.420160
2459581 digital_ok 0.00% 0.00% 0.00% 0.00% 3.24% 0.00% -0.269592 3.176214 1.513435 -0.024879 -0.269352 -0.430335 -0.749101 2.021638 0.6892 0.6947 0.3857 1.580777 1.545800
2459580 digital_ok 0.00% 0.00% 0.00% 0.00% 3.76% 0.00% -0.336683 1.933868 2.374543 0.183257 -0.259591 -0.493136 -0.543399 1.337768 0.6820 0.6891 0.3849 1.345273 1.389301
2459579 digital_ok 0.00% 0.00% 0.00% 0.00% 97.31% 2.69% -0.343256 1.438327 2.796377 0.794373 -0.490354 -0.597573 -1.028030 3.636104 0.6775 0.6842 0.3869 0.000000 0.000000
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.662887 -0.043013 0.007127 -0.759391 1.886476 -0.290116 -1.036968 1.549480 0.0546 0.0482 -0.0005 nan nan
2459577 digital_ok 0.00% 0.00% 0.00% 0.00% 5.41% 15.68% 0.056379 3.141161 1.527245 0.236419 -0.317527 -0.143132 -0.767712 1.646119 0.6754 0.6808 0.3924 1.549742 1.444794
2459576 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459575 digital_ok 0.00% 0.00% 0.00% 0.00% 4.30% 0.00% -0.740179 0.768998 1.014268 0.331190 -0.393211 -0.570042 0.779259 0.406531 0.7577 0.7628 0.3314 1.602940 1.567927
2459574 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% -0.352972 1.710660 0.821218 0.241727 0.436800 -0.062486 0.479218 1.349519 0.6971 0.7038 0.3866 1.548231 1.442461
2459573 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% -0.209411 1.576139 2.771025 0.300949 -0.464403 -0.732312 -0.877972 3.049242 0.7010 0.7087 0.3844 1.504722 1.500958
2459572 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.439980 1.759540 1.113069 0.291171 -0.603858 -0.640406 -0.812420 4.573306 0.7057 0.7134 0.3853 4.673560 4.092312
2459571 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459570 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% -0.867738 -0.608601 -0.502201 -0.439798 -0.764326 -0.473136 -1.017970 -0.502952 0.6879 0.6986 0.3574 1.432316 1.312194
2459569 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% 0.074206 1.991342 1.119022 0.288873 0.676694 0.059278 0.541568 0.326395 0.7668 0.7722 0.2402 2.149890 1.829235
2459566 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% -0.029429 1.711375 1.638353 0.278700 -0.763553 -0.372757 -0.188632 1.702714 0.6942 0.7021 0.4018 1.486045 1.519594
2459565 digital_ok 0.00% - - - 100.00% 0.00% -2.008718 -2.008718 -1.878795 -1.878795 -0.888145 -0.888145 -0.944419 -0.944419 nan nan nan 0.000000 0.000000
2459564 digital_ok 0.00% 0.00% 0.00% 0.00% 5.20% 0.00% 0.016014 1.997349 -1.904837 0.740683 1.264628 0.005793 -0.299952 1.497719 0.7089 0.7094 0.3987 1.548551 1.444347
2459563 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% 0.142338 1.659687 0.814748 1.217193 -0.840743 -0.408891 -0.489422 2.176315 0.7064 0.7104 0.3927 1.759342 1.586048
2459562 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.493903 1.526713 -1.652166 0.471609 -0.211869 0.652411 -0.260005 0.976439 0.7068 0.7136 0.3875 1.722179 1.503470
2459561 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.345771 1.404777 -1.753634 0.209390 -0.584598 0.284259 -0.790348 1.584947 0.7044 0.7131 0.3892 1.628239 1.509711
2459560 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.124264 1.445270 -1.559215 0.273152 -0.045295 0.260998 -0.427855 1.555139 0.7053 0.7129 0.3988 1.626926 1.476085
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -0.740681 0.976717 -1.794811 0.261967 -0.271827 0.033651 -0.484665 1.345568 0.7002 0.7074 0.3921 1.587963 1.464885
2459558 digital_ok 0.00% 0.00% 0.00% 0.00% 13.44% 0.54% 0.167509 2.234460 2.333613 0.322493 -0.693077 -0.644987 -0.907929 2.921503 0.7060 0.7073 0.3921 1.679046 1.544723
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0560 0.0432 -0.0022 nan nan
2459556 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.318591 1.925795 2.457289 0.674222 -0.435627 -0.325004 -1.431484 4.965529 0.6990 0.7028 0.3949 3.799939 3.236738
2459554 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7091 0.7138 0.4007 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7032 0.7085 0.4007 nan nan
2459552 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.194788 1.877602 3.341287 0.142298 0.654793 -1.725713 -0.922515 2.162288 0.7142 0.7144 0.3946 0.876091 0.919236
2459551 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -0.302614 1.855536 -2.002472 0.306016 -0.439438 0.360109 -0.415112 1.997265 0.7082 0.7103 0.3945 1.618858 1.488812
2459550 digital_ok - 97.53% 97.53% 0.00% - - nan nan nan nan nan nan nan nan 0.0511 0.0461 -0.0003 nan nan
2459549 digital_ok 0.00% 0.00% 0.00% 0.00% 8.11% 0.00% -0.279048 1.634439 2.004864 0.153995 -0.390789 -0.773451 -0.920687 2.730814 0.7000 0.6997 0.4082 1.763521 1.548273
2459542 digital_ok 0.00% 0.00% 0.00% 0.00% 22.32% 0.00% 0.046948 1.524211 1.384706 0.915964 1.049968 -0.664257 0.167596 2.181025 0.7488 0.7409 0.3704 1.707773 1.486632
2459541 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459540 digital_ok 0.00% 0.00% 0.00% 0.00% 21.88% 0.00% -0.350873 1.757691 -1.898619 0.209216 -2.051766 1.012533 -0.433040 1.103164 0.7568 0.7490 0.3497 1.576097 1.454619
2459536 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.220393 3.724437 4.168546 0.736720 0.893197 -0.123875 -0.882767 3.267733 0.7357 0.7333 0.4229 5.462085 4.707088
2459535 digital_ok 0.00% 0.00% 0.00% 0.00% 21.43% 0.00% -0.064670 1.193042 -1.611018 0.162976 -1.564815 1.385416 0.013964 1.495027 0.7924 0.7712 0.3637 1.643304 1.484017
2459534 digital_ok 0.00% 0.00% 0.00% 0.00% 20.98% 0.00% 0.015125 1.358183 -1.508843 0.025063 -0.892346 1.504775 -0.105808 1.164135 0.7829 0.7587 0.3633 1.479483 1.468830
2459533 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.138247 2.285674 2.420525 -0.141149 -0.244013 -0.686937 1.184349 4.407600 0.7204 0.7188 0.4100 2.960050 2.602930
2459532 digital_ok 0.00% 0.00% 0.00% 0.00% 5.00% 0.00% 0.259842 2.359673 3.309989 0.630831 -0.292346 -0.143567 0.086921 2.766933 0.7303 0.7290 0.4019 1.524628 1.488170
2459530 digital_ok 0.00% 0.00% 0.00% 0.00% 4.73% 0.00% -0.511568 1.325441 -1.551594 0.270731 -0.729719 0.477181 -0.361758 1.718421 0.7382 0.7293 0.4028 1.699308 1.486151
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.051655 1.147971 2.598376 -0.125806 2.698699 1.438155 -0.707696 1.478255 0.9044 0.9300 0.3257 0.000000 0.000000
2459523 digital_ok 0.00% - - - 20.41% 0.00% -0.200615 2.217421 3.184022 0.367959 0.833592 1.409409 -1.498821 2.187495 nan nan nan 2.156642 1.910849
2459522 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.259772 2.783727 3.339770 0.553923 0.507173 2.623100 0.221528 5.073222 0.6587 0.6510 0.3654 3.947669 4.140810
2459513 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.064376 0.048460 -0.154541 -0.627933 6.264714 0.697561 -0.771539 1.872548 0.0695 0.0699 0.0018 nan nan
2459508 digital_ok 0.00% 0.00% 0.00% 0.00% 81.58% 0.00% 0.115841 0.188083 1.820370 -0.371894 1.265377 -0.435679 0.804976 -0.161647 0.9106 0.9347 0.1979 0.000000 0.000000
2459505 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.164784 1.248877 3.054239 0.908375 -1.004587 0.494843 -0.904779 3.127533 0.8875 0.8421 0.2279 2.692585 1.808897
2459503 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.515682 0.925495 3.097157 0.052481 5.139708 0.719155 -0.651122 1.255464 0.8774 0.8639 0.4573 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 181: 2459794

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Power 54.936380 22.764599 44.632454 54.936380 7.222127 32.566828 31.746710 26.242442 23.342333

Antenna 181: 2459793

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 181: 2459792

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 181: 2459791

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Power 70.168191 20.540002 45.299098 70.168191 7.271662 52.728834 32.756637 37.685361 8.629249

Antenna 181: 2459790

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Shape 72.036315 72.036315 31.794138 6.435849 63.630336 50.130643 46.753056 13.535439 9.134681

Antenna 181: 2459789

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Power 68.972597 67.395775 29.131113 16.929139 68.972597 45.294941 49.370401 26.394994 21.623774

Antenna 181: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 181: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Shape 61.179755 25.948951 61.179755 56.686790 12.933220 33.930133 31.509631 9.321796 11.558797

Antenna 181: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Power 68.621922 66.610811 27.633318 16.028835 68.621922 51.724250 52.279278 33.777799 13.713843

Antenna 181: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Power 69.974027 54.910830 17.626825 11.667626 69.974027 32.786827 45.193777 14.005213 1.154410

Antenna 181: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Power 69.862590 25.711518 60.098013 69.862590 14.860099 49.792125 45.124639 1.066984 7.741891

Antenna 181: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Shape 40.820931 40.820931 22.072979 14.813731 20.327470 21.187992 24.332800 8.873078 4.729572

Antenna 181: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Shape 40.250298 40.250298 20.387940 7.180609 10.091630 11.680970 13.734483 3.222720 3.121526

Antenna 181: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Shape 8.526733 3.060282 8.526733 6.075857 4.395933 1.593637 0.789727 0.444013 1.019234

Antenna 181: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Shape 30.858839 30.858839 13.616990 9.059269 12.606657 18.121264 23.684369 2.980020 2.440152

Antenna 181: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Shape 46.312537 19.442352 46.312537 10.114351 6.552807 36.295910 22.521534 2.183696 1.277042

Antenna 181: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Power 63.009291 52.924719 16.339752 63.009291 2.623694 7.498597 13.107962 8.095982 1.597834

Antenna 181: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Temporal Variability 5.215104 3.501744 1.068628 4.992834 1.677801 5.215104 1.402316 2.864844 1.856099

Antenna 181: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 181: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Power 9.783731 0.998975 4.934111 2.188292 9.783731 2.149039 8.228699 1.454991 2.099429

Antenna 181: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Power 11.984699 1.935979 5.179070 2.753514 11.984699 2.396346 11.279663 1.907985 2.452081

Antenna 181: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Power 12.749160 5.630944 1.671368 12.749160 2.963706 10.941028 1.866322 4.150202 4.075603

Antenna 181: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Power 5.666187 4.732271 1.448285 5.666187 1.767238 5.002091 1.129028 3.034269 1.739617

Antenna 181: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Temporal Variability 5.791136 1.359862 3.692977 1.592562 5.384684 1.122311 5.791136 1.254091 2.280107

Antenna 181: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Power 16.218837 2.395651 6.375270 3.849290 16.218837 2.096809 9.928111 4.048053 4.934551

Antenna 181: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Power 7.456582 4.674140 1.371870 7.456582 1.777904 5.457585 0.438525 4.107813 1.559539

Antenna 181: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Power 11.062736 0.805749 6.210523 2.649002 11.062736 0.933490 7.951671 4.190514 4.088204

Antenna 181: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Temporal Variability 16.411516 6.065672 1.016000 12.381111 2.898360 16.411516 6.532833 7.384992 7.051085

Antenna 181: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Temporal Variability 4.599739 3.105131 0.714596 3.797643 1.021953 4.599739 1.375086 1.831729 1.617161

Antenna 181: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 181: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Power 5.510219 0.745155 3.423693 1.463717 5.510219 1.203760 4.895814 2.140070 2.108038

Antenna 181: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Power 6.274175 4.738616 0.755557 6.274175 1.813426 5.462898 2.511974 2.544035 2.045933

Antenna 181: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Power 5.147852 3.706276 0.673619 5.147852 1.638453 3.322628 1.928669 1.898804 1.587750

Antenna 181: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Temporal Variability 6.814865 1.411236 5.184291 2.139132 6.610357 2.147814 6.814865 2.175236 2.410919

Antenna 181: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Power 16.292985 5.898072 1.227057 16.292985 4.064559 10.551015 2.347050 4.140424 2.062175

Antenna 181: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Temporal Variability 16.068948 7.906637 1.958751 13.242193 3.301367 16.068948 3.760914 1.696398 1.258030

Antenna 181: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Power 6.769320 5.256702 1.137805 6.769320 1.929384 3.914339 1.128844 2.490089 2.923496

Antenna 181: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Power 8.479047 4.311785 0.538517 8.479047 2.284064 4.790248 0.194582 2.978914 3.037022

Antenna 181: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Shape 5.722726 5.722726 1.689899 3.000392 1.264197 -0.572751 0.154234 0.378113 2.229170

Antenna 181: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 Not Found ee Shape 12.212047 3.471249 12.212047 1.803318 5.634055 -0.291769 -0.430276 -3.479802 -3.218516

Antenna 181: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Power 5.688542 1.026453 5.059119 1.724200 5.688542 0.916120 5.457290 1.349486 2.628460

Antenna 181: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Temporal Discontinuties 7.930953 5.970154 1.765336 3.555661 1.605543 -1.062244 -0.634798 6.993912 7.930953

Antenna 181: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Power 20.419981 5.866119 1.822705 20.419981 4.401255 15.836021 3.164462 3.947279 4.582622

Antenna 181: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Shape 6.970098 6.970098 1.625408 5.408537 2.282874 0.242603 -0.014556 0.466645 1.919951

Antenna 181: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Shape 15.226441 4.360642 15.226441 2.515978 6.515161 -2.161302 -1.852567 2.587395 1.234950

Antenna 181: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Shape 7.977645 7.977645 2.659282 7.115872 3.803488 -0.266027 -1.079901 1.029183 3.526243

Antenna 181: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Power 19.270412 5.772492 2.055012 19.270412 4.248293 6.451356 3.461533 4.004357 5.652827

Antenna 181: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Power 2.804771 1.573614 1.550667 2.111404 2.804771 2.093073 2.395708 2.310754 -1.815733

Antenna 181: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 181: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Temporal Discontinuties 1.468040 1.461672 -1.248270 1.075312 -1.005442 -0.263266 0.064889 1.468040 0.048555

Antenna 181: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 181: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Power 4.621042 1.333473 -0.615222 4.621042 0.670201 3.589617 0.325166 3.433449 -0.396137

Antenna 181: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Temporal Discontinuties 1.705564 -1.215892 1.690989 -0.952192 1.175971 -0.139821 0.690412 0.013957 1.705564

Antenna 181: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Shape 1.537760 1.537760 -0.911426 1.523886 -0.946795 -0.479106 -0.486695 0.785820 -0.552313

Antenna 181: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Temporal Discontinuties 1.877375 1.016175 -0.744368 0.871088 -0.879782 -0.520041 -0.758939 1.877375 -0.299545

Antenna 181: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Temporal Discontinuties 2.232325 1.736240 -0.894579 1.416734 -0.902094 -0.024436 -0.649842 2.232325 -0.071386

Antenna 181: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Shape 1.238466 1.238466 -0.985335 1.038746 -1.032454 0.003141 -0.250113 0.968107 -0.312627

Antenna 181: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Power 5.124829 -0.793524 2.495416 0.184127 5.124829 -0.115040 4.122833 -0.475155 5.112258

Antenna 181: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Power 1.414683 -0.750353 1.140561 -0.866669 1.414683 0.221227 0.257542 -0.407921 0.668468

Antenna 181: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Temporal Discontinuties 1.546913 1.215299 -0.941386 0.993647 -0.880499 -0.198736 -1.066076 1.546913 -0.385424

Antenna 181: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Temporal Variability 2.883487 -0.877566 1.392088 -0.881226 1.870091 2.883487 0.997131 -0.217271 2.710941

Antenna 181: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Temporal Discontinuties 2.144283 -0.855647 1.255215 -0.856816 1.239823 0.079652 -0.153390 -0.337991 2.144283

Antenna 181: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Temporal Discontinuties 2.667768 -0.917941 1.175502 -0.837563 1.028215 -0.959066 -0.408483 -0.382305 2.667768

Antenna 181: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Temporal Discontinuties 5.287048 -0.436526 1.887991 1.362857 4.753904 0.337253 4.445027 -0.808340 5.287048

Antenna 181: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Temporal Discontinuties 2.137463 1.580549 -1.154318 1.416739 -0.844944 -0.033675 -0.397270 2.137463 -0.468466

Antenna 181: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Power 4.825982 2.330001 -0.465238 4.825982 1.152889 4.317898 -0.200155 1.485418 0.259888

Antenna 181: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Temporal Discontinuties 0.259584 -0.930201 -0.476429 0.103307 -0.829657 -0.926903 -0.426966 0.259584 -0.595247

Antenna 181: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Temporal Discontinuties 0.611667 -1.098782 -0.309223 -0.165567 -0.723495 -1.272749 -0.184844 0.611667 -0.568706

Antenna 181: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Temporal Discontinuties 9.682203 -0.284698 2.026765 1.272122 5.444854 0.163478 5.155180 -0.809470 9.682203

Antenna 181: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Power 0.606289 -1.258303 -0.881292 0.606289 0.296508 0.297414 0.198931 0.191321 -0.256029

Antenna 181: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Temporal Discontinuties 0.492432 -0.968409 -0.277865 -0.256824 -0.641377 -0.673168 -0.315234 0.492432 -0.474763

Antenna 181: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Temporal Discontinuties 2.926471 1.120394 -0.825540 2.180191 -0.774593 -0.287044 2.329354 2.926471 -0.245218

Antenna 181: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Power 2.659851 0.462662 -0.352218 2.659851 -1.219827 0.427821 0.060680 0.181158 -1.503410

Antenna 181: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Temporal Discontinuties 6.618862 -0.835262 1.019965 1.114996 4.342800 -0.127684 -0.179121 -0.568874 6.618862

Antenna 181: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Temporal Discontinuties 4.845852 1.349644 -0.581719 2.594117 -0.157631 0.472169 -0.502036 4.845852 -0.506991

Antenna 181: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Temporal Discontinuties 222710.288569 57276.801830 57276.801830 55084.275424 55084.275424 43327.991646 43327.991646 222710.288569 222710.288569

Antenna 181: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 181: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 N13 digital_ok ee Power -0.731736 -0.740685 -0.740685 -0.731736 -0.731736 -0.944895 -0.944895 -0.791462 -0.791462

Antenna 181: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 N13 digital_ok nn Temporal Variability 3.115199 2.223921 -0.330009 2.980057 0.560959 3.115199 0.067654 1.881107 -1.280470

Antenna 181: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 13 digital_ok nn Temporal Discontinuties 7.929755 0.539888 1.477639 1.053713 5.028496 -0.356670 3.769618 1.239110 7.929755

Antenna 181: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 13 digital_ok nn Temporal Discontinuties 3.009051 0.579583 2.624363 -0.019934 2.460239 -0.748559 0.704503 -0.518667 3.009051

Antenna 181: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 13 digital_ok nn Temporal Discontinuties 11.226322 -0.541274 1.992283 1.431347 4.543243 1.169566 1.093963 -0.482718 11.226322

Antenna 181: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 13 digital_ok nn Temporal Discontinuties 8.067580 -0.383815 2.126420 1.782694 4.731584 1.209369 1.604251 -1.048078 8.067580

Antenna 181: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 13 digital_ok nn Temporal Discontinuties 6.109993 -0.173988 1.505067 -0.124185 3.699247 -0.389647 4.018824 -0.475954 6.109993

Antenna 181: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 13 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 181: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 13 digital_ok nn Temporal Discontinuties 4.226697 1.890614 -0.062508 3.885430 1.408339 2.342416 4.115304 4.226697 -0.203150

Antenna 181: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 13 digital_ok nn Power 2.907232 1.619025 -0.497126 2.907232 0.450680 1.608514 0.162638 0.763575 -0.845969

Antenna 181: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 13 digital_ok nn Power 2.859662 1.911682 -0.410106 2.859662 0.272501 1.721242 -0.423596 0.733672 -0.536009

Antenna 181: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 13 digital_ok nn Power 3.800496 -0.185639 2.122403 1.036314 3.800496 0.405918 0.877758 -1.240895 1.206577

Antenna 181: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 13 digital_ok nn Power 5.339097 2.224240 -0.148688 5.339097 1.049268 3.046881 -1.307349 2.932793 -1.216046

Antenna 181: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 13 digital_ok nn Power 3.738714 -0.464404 1.893490 0.995010 3.738714 0.185269 3.091189 -1.280424 2.613400

Antenna 181: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 13 digital_ok nn Power 3.823788 2.061635 -0.393489 3.823788 1.397682 1.877770 -0.298517 2.070644 -1.194367

Antenna 181: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 13 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 181: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 13 digital_ok nn Power 4.241925 1.900424 -0.189983 4.241925 1.172396 1.935218 0.795191 1.076101 -0.744050

Antenna 181: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 13 digital_ok nn Temporal Variability 3.359859 0.990541 -0.288586 3.289032 1.008440 3.359859 -0.252690 3.345123 -1.313063

Antenna 181: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 13 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 181: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
181 13 digital_ok nn Temporal Discontinuties 2.794124 0.181740 1.204163 2.263632 -0.191012 -0.218720 0.823260 2.794124 -0.859311

Antenna 181: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 13 digital_ok nn Temporal Variability 5.602176 -0.286372 1.755508 1.261327 4.143225 1.122271 5.602176 -0.296590 4.622769

Antenna 181: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 13 digital_ok nn Temporal Discontinuties 6.890741 -0.352063 2.194388 1.268346 3.786687 -0.270580 0.877865 -0.695434 6.890741

Antenna 181: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
181 13 digital_ok nn Shape 1.196630 -0.371910 1.196630 -0.259370 0.075755 -0.017785 0.149763 -0.971502 0.843194